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I

Ilya Makarov

artificial intelligence research institute

24H-index
229Paper Count
1.9KCitation Count
Published Papers 36
Publication Date
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Bridging Global Climate Solutions and Local Realities: Evaluating Neural Networks for High-Resolution Downscaling
errIEEE Access
IF3.6
err2026-03-27
err0
errOAAI
errDaria Taniushkina; Aleksander Lukashevich; Valeriy Shevchenko; Daniil Sukhorukov; Yulia Melkozerova; Vladislav Pedashenko; Vsevolod Morozov; Roman Sultimov; Ilya Makarov; Aleksandr Volkov; Yury Maximov
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SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errIvanov, Petr; Shtark, Maria; Kozhevnikov, Alexander; Golyadkin, Maksim; Botov, Dmitry; Makarov, Ilya
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Boosting Depth Estimation for Self-Driving in a Self-Supervised Framework via Improved Pose Network
errIEEE OPEN JOURNAL OF THE COMPUTER SOCIETY
IF8.2
err2025-01-01
err0
errOAAI
errDayoub, Yazan; Savchenko, Andrey V.; Makarov, Ilya
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errSave
WISP: Workframe for Interferogram Signal Phase-Unwrapping
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errTimofey F. Khirianov; Aleksandra I. Khirianova; Egor V. Parkevich; Ilya Makarov
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errSave
Advancing Sequential Manga Colorization for AR Through Data Synthesis
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errGolyadkin, Maksim; Saraev, Sergey; Makarov, Ilya
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errSave
Enhancing Emotion Recognition in Speech Based on Self-Supervised Learning: Cross-Attention Fusion of Acoustic and Semantic Features
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errDeeb, Bashar M.; Savchenko, Andrey V.; Makarov, Ilya
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errSave
GEEF: A neural network model for automatic essay feedback generation by integrating writing skills assessment
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err2
PREAI
errLiu, Yuanchao; Han, Jiawei; Sboev, Alexander; Makarov, Ilya
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errSave
Refining the ONCE Benchmark With Hyperparameter Tuning
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errGolyadkin, Maksim; Gambashidze, Alexander; Nurgaliev, Ildar; Makarov, Ilya
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From Esperanto to Volapuk: Interpretable Graph Features for Assessing Linguistic Complexity in Constructed Languages
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSokolova, Irina; Makarov, Ilya
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errSave
Bid Landscape Forecasting and Cold Start Problem With Transformers
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errYakovleva, Daria; Telnov, Sergei; Makarov, Ilya; Filchenkov, Andrey
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errSave
Efficient Integration of Reinforcement Learning in Graph Neural Networks-Based Recommender Systems
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSharifbaev, Abdurakhmon; Mozikov, Mikhail; Zaynidinov, Hakimjon; Makarov, Ilya
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errSave
Graph Neural Networks With Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errKovalenko, Aleksandr; Pozdnyakov, Vitaliy; Makarov, Ilya
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Inpainting Semantic and Depth Features to Improve Visual Place Recognition in the Wild
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errSemenkov, Ilia; Karpov, Aleksei; Savchenko, Andrey V.; Makarov, Ilya
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errSave
Graph-Attention Diffusion for Enhanced Multivariate Time-Series Anomaly Detection
errIEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY
IF4.3
err2024-01-01
err0
errOAAI
errLanko, Vadim; Makarov, Ilya
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errSave
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process
errIEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY
IF4.3
err2024-01-01
err2
errOAAI
errPozdnyakov, Vitaliy; Kovalenko, Aleksandr; Makarov, Ilya; Drobyshevskiy, Mikhail; Lukyanov, Kirill
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errSave
Enhancing Autonomous Driving With Spatial Memory and Attention in Reinforcement Learning
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errGerasyov, Matvey; Savchenko, Andrey V.; Makarov, Ilya
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errSave
Utterance-Aware Adaptive Data Labeling and Summarization: Exploiting Large Language Models for Unbiased Dialog Annotation
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errGlazkov, Nikita; Makarov, Ilya
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errSave
Heterogeneous Graph Attention Networks for Scheduling in Cloud Manufacturing and Logistics
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errFomin, Dmitrii; Makarov, Ilya; Voronina, Mariia; Strimovskaya, Anna; Pozdnyakov, Vitaliy
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errSave
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes
errartificial intelligence review
IF4.6
err2023-11-01
err9
errOAAI
errGolyadkin, Maksim; Pozdnyakov, Vitaliy; Zhukov, Leonid; Makarov, Ilya
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Real-time low latency estimation of brain rhythms with deep neural networks
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2023-09-18
err0
PREAI
errSemenkov, Ilia; Fedosov, Nikita; Makarov, Ilya; Ossadtchi, Alexei
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Sergey Nikolenko
H-index: 28 · Papers: 253
A
A. Savchenko
H-index: 26 · Papers: 695
L
Leonid Zhukov
H-index: 26 · Papers: 100
A
Alexei Ossadtchi
H-index: 23 · Papers: 151
V
V. Shevchenko
H-index: 21 · Papers: 55
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